Search Results for author: Ruizhi Yang

Found 4 papers, 2 papers with code

Graph Neural Networks in EEG-based Emotion Recognition: A Survey

no code implementations2 Feb 2024 Chenyu Liu, Xinliang Zhou, Yihao Wu, Ruizhi Yang, Liming Zhai, Ziyu Jia, Yang Liu

Besides, there is neither a comprehensive review nor guidance for constructing GNNs in EEG-based emotion recognition.

EEG Emotion Recognition +2

Semantic Connectivity-Driven Pseudo-labeling for Cross-domain Segmentation

1 code implementation11 Dec 2023 Dong Zhao, Ruizhi Yang, Shuang Wang, Qi Zang, Yang Hu, Licheng Jiao, Nicu Sebe, Zhun Zhong

This approach formulates pseudo-labels at the connectivity level and thus can facilitate learning structured and low-noise semantics.

Domain Adaptation Semantic Segmentation

Electrocardiogram Classification and Visual Diagnosis of Atrial Fibrillation with DenseECG

no code implementations19 Jan 2021 Dacheng Chen, Dan Li, Xiuqin Xu, Ruizhi Yang, See-Kiong Ng

We trained our model using the publicly available dataset from 2017 PhysioNet Computing in Cardiology(CinC) Challenge containing 8528 single-lead ECG recordings of short-term heart rhythms (9-61s).

Classification Feature Engineering +1

Mental Task Classification Using Electroencephalogram Signal

1 code implementation2 Oct 2019 Zeyu Bai, Ruizhi Yang, Youzhi Liang

As for the mixed LSTM model with CNN decoder, validation accuracy of 75% and testing accuracy of 70% are obtained.

Classification EEG +2

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